A container for common tensor metadata information.
View aliases
Main aliases
tflite_support.metadata_writers.audio_classifier.metadata_info.TensorMd
, tflite_support.metadata_writers.audio_classifier.metadata_writer.metadata_info.TensorMd
, tflite_support.metadata_writers.bert_nl_classifier.metadata_info.TensorMd
, tflite_support.metadata_writers.bert_nl_classifier.metadata_writer.metadata_info.TensorMd
, tflite_support.metadata_writers.image_classifier.metadata_info.TensorMd
, tflite_support.metadata_writers.image_classifier.metadata_writer.metadata_info.TensorMd
, tflite_support.metadata_writers.image_segmenter.metadata_info.TensorMd
, tflite_support.metadata_writers.image_segmenter.metadata_writer.metadata_info.TensorMd
, tflite_support.metadata_writers.nl_classifier.metadata_info.TensorMd
, tflite_support.metadata_writers.nl_classifier.metadata_writer.metadata_info.TensorMd
, tflite_support.metadata_writers.object_detector.metadata_info.TensorMd
, tflite_support.metadata_writers.object_detector.metadata_writer.metadata_info.TensorMd
tflite_support.metadata_writers.metadata_info.TensorMd(
name: Optional[str] = None,
description: Optional[str] = None,
min_values: Optional[List[float]] = None,
max_values: Optional[List[float]] = None,
content_type: tflite_support.metadata_schema_py_generated.ContentProperties
= _metadata_fb.ContentProperties.FeatureProperties,
associated_files: Optional[List[Type[AssociatedFileMd]]] = None,
tensor_name: Optional[str] = None
)
Attributes |
name
|
name of the tensor.
|
description
|
description of what the tensor is.
|
min_values
|
per-channel minimum value of the tensor.
|
max_values
|
per-channel maximum value of the tensor.
|
content_type
|
content_type of the tensor.
|
associated_files
|
information of the associated files in the tensor.
|
tensor_name
|
name of the corresponding tensor 1 in the TFLite model. It is
used to locate the corresponding tensor and decide the order of the tensor
metadata 2 when populating model metadata.
|
Methods
View source
create_metadata() -> tflite_support.metadata_schema_py_generated.TensorMetadataT
Creates the input tensor metadata based on the information.
Returns |
A Flatbuffers Python object of the input metadata.
|